The authors formalize the problem of hallucinations in Large Language Models (LLMs) and show that their complete elimination is fundamentally impossible. arxiv.org/abs/2401.11817
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Hallucination has been widely recognized to be a significant drawback for large language models (LLMs). There have been many works that attempt to reduce the extent of hallucination. These efforts hav...
arxiv.org